AUTOMATIC THERMAL CALIBRATION OF TWO DIMENSIONAL CE-QUAL-W2 MODEL IN KARKHEH RESERVOIR APPLYING PARTICLE SWARM OPTIMIZATION ALGORITHM

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KAZEMI ALAMOOTI HAMIDE; AFSHAR ABBAS; SAADATPOUR MOTAHAREH

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Journal: WATER AND WASTEWATER Year:2012 | Volume:23 | Issue:4 (84) Page(s): 2-12

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Title

AUTOMATIC THERMAL CALIBRATION OF TWO DIMENSIONAL CE-QUAL-W2 MODEL IN KARKHEH RESERVOIR APPLYING PARTICLE SWARM OPTIMIZATION ALGORITHM

Author(s)

KAZEMI ALAMOOTI HAMIDE | AFSHAR ABBAS | SAADATPOUR MOTAHAREH | Issue Writer Certificate

Keywords

CE-QUAL-W2Q3

PARTICLE SWARM OPTIMIZATIONQ3

CALIBRATIONQ2

WATER QUALITY SIMULATIONQ1

Abstract

In this study, PARTICLE SWARM OPTIMIZATION (PSO) algorithm has been used to calibrate CE-QUAL-W2 model as a WATER QUALITY SIMULATION model. PSO algorithm as an optimization technique is applied to optimize the objective function of automatic thermal CALIBRATION process. Sum of the absolute difference between simulated results and field data in monitoring stations in Karkheh Reservoir has been considered as an objective function.With sensitivity analyzing, the most significant parameters have the most influence on the temperature profile in Karkheh Reservoir have been identified. These parameters were wind sheltering coefficient (WSC), extinction coefficient for pure water (EXH2O), solar radiation absorbed in surface layer (BETA), and empirical coefficients of wind speed function (AFW, BFW, and BFW). The efficiency of the automatic CALIBRATION model (PSOCE_ QUAL_W2) has been evaluated with the hypothetical data in Karkheh reservoir. Then the evaluated model has been applied in vertical temperature CALIBRATION in Karkheh Reservoir during 90 days. The vertical temperature profiles of the model results agree closely with the set of field data.

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APA: Copy

KAZEMI ALAMOOTI, HAMIDE, AFSHAR, ABBAS, & SAADATPOUR, MOTAHAREH. (2012). AUTOMATIC THERMAL CALIBRATION OF TWO DIMENSIONAL CE-QUAL-W2 MODEL IN KARKHEH RESERVOIR APPLYING PARTICLE SWARM OPTIMIZATION ALGORITHM. WATER AND WASTEWATER, 23(4 (84)), 2-12. SID. https://sid.ir/paper/103957/en

Vancouver: Copy

KAZEMI ALAMOOTI HAMIDE, AFSHAR ABBAS, SAADATPOUR MOTAHAREH. AUTOMATIC THERMAL CALIBRATION OF TWO DIMENSIONAL CE-QUAL-W2 MODEL IN KARKHEH RESERVOIR APPLYING PARTICLE SWARM OPTIMIZATION ALGORITHM. WATER AND WASTEWATER[Internet]. 2012;23(4 (84)):2-12. Available from: https://sid.ir/paper/103957/en

IEEE: Copy

HAMIDE KAZEMI ALAMOOTI, ABBAS AFSHAR, and MOTAHAREH SAADATPOUR, “AUTOMATIC THERMAL CALIBRATION OF TWO DIMENSIONAL CE-QUAL-W2 MODEL IN KARKHEH RESERVOIR APPLYING PARTICLE SWARM OPTIMIZATION ALGORITHM,” WATER AND WASTEWATER, vol. 23, no. 4 (84), pp. 2–12, 2012, [Online]. Available: https://sid.ir/paper/103957/en

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